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The Top 1,623 Python Resnet Open Source Projects

Pytorch Image Models ⭐ 23,277
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
dependent packages 105total releases 29most recent commit 6 hours agopypi timm} Downloads
Facenet ⭐ 12,781
Face recognition using Tensorflow
most recent commit 2 months ago
Numpy Ml ⭐ 11,631
Machine learning, in numpy
total releases 3most recent commit 23 days ago
Pretrained Models.pytorch ⭐ 8,094
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
dependent packages 28total releases 16most recent commit 2 years agopypi pretrainedmodels} Downloads
Models ⭐ 6,727
Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.
most recent commit 3 days ago
Segmentation_models.pytorch ⭐ 6,687
Segmentation models with pretrained backbones. PyTorch.
dependent packages 34total releases 10most recent commit 13 days agopypi segmentation-models-pytorch} Downloads
Paddleclas ⭐ 4,652
A treasure chest for visual classification and recognition powered by PaddlePaddle
total releases 12most recent commit 8 hours ago
Pytorch Cifar ⭐ 4,437
95.47% on CIFAR10 with PyTorch
most recent commit a year ago
Yolact ⭐ 4,432
A simple, fully convolutional model for real-time instance segmentation.
most recent commit 5 months ago
Keras Retinanet ⭐ 4,300
Keras implementation of RetinaNet object detection.
dependent packages 4total releases 7most recent commit 8 months agopypi keras-retinanet} Downloads
Segmentation_models ⭐ 4,095
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
dependent packages 12total releases 8most recent commit 3 months agopypi segmentation-models} Downloads
Paddlex ⭐ 4,067
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
dependent packages 1total releases 54most recent commit 2 months agopypi paddlex} Downloads
Torch2trt ⭐ 3,760
An easy to use PyTorch to TensorRT converter
most recent commit 18 hours ago
Pytorch Opcounter ⭐ 3,672
Count the MACs / FLOPs of your PyTorch model.
dependent packages 26total releases 48most recent commit 5 months agopypi thop} Downloads
Tf Faster Rcnn ⭐ 3,595
Tensorflow Faster RCNN for Object Detection
most recent commit a year ago
Deformable Convnets ⭐ 3,574
Deformable Convolutional Networks
most recent commit a year ago
Resnest ⭐ 3,070
ResNeSt: Split-Attention Networks
dependent packages 5total releases 897most recent commit 2 months agopypi resnest} Downloads
Pytorch Studiogan ⭐ 3,049
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
most recent commit a month ago
Pytorch Cifar100 ⭐ 3,041
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
most recent commit 3 months ago
Fastmaskrcnn ⭐ 3,041
Mask RCNN in TensorFlow
most recent commit 2 years ago
Mmpose ⭐ 3,017
OpenMMLab Pose Estimation Toolbox and Benchmark.
dependent packages 1total releases 25most recent commit 7 hours agopypi mmpose} Downloads
Facenet Pytorch ⭐ 2,979
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
dependent packages 8total releases 31most recent commit 6 months agopypi facenet-pytorch} Downloads
Caffe Tensorflow ⭐ 2,787
Caffe models in TensorFlow
most recent commit 4 years ago
Human Pose Estimation.pytorch ⭐ 2,727
The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"
most recent commit 2 months ago
Sniper ⭐ 2,645
SNIPER / AutoFocus is an efficient multi-scale object detection training / inference algorithm
most recent commit a year ago
Image Segmentation Keras ⭐ 2,600
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
total releases 3most recent commit 3 months ago
Pytorch Deeplab Xception ⭐ 2,524
DeepLab v3+ model in PyTorch. Support different backbones.
most recent commit a year ago
Captcha_trainer ⭐ 2,505
[验证码识别-训练] This project is based on CNN/ResNet/DenseNet+GRU/LSTM+CTC/CrossEntropy to realize verification code identification. This project is only for training the model.
dependent packages 1total releases 3most recent commit 3 months agopypi muggle-ocr} Downloads
Deep Reinforcement Learning With Pytorch ⭐ 2,504
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
most recent commit 2 months ago
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 4total releases 67most recent commit a year agopypi pytorchcv} Downloads
Pytorch Playground ⭐ 2,366
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
most recent commit 2 months ago
Flops Counter.pytorch ⭐ 2,249
Flops counter for convolutional networks in pytorch framework
dependent packages 10total releases 16most recent commit a day agopypi ptflops} Downloads
Cnn Benchmarks ⭐ 2,247
Benchmarks for popular CNN models
most recent commit 5 years ago
Supcontrast ⭐ 2,067
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
most recent commit 2 months ago
Mmclassification ⭐ 1,862
OpenMMLab Image Classification Toolbox and Benchmark
dependent packages 6total releases 22most recent commit 5 hours agopypi mmcls} Downloads
Efficientnet ⭐ 1,853
Implementation of EfficientNet model. Keras and TensorFlow Keras.
dependent packages 8total releases 9most recent commit 2 years agopypi efficientnet} Downloads
Pytorch Retinanet ⭐ 1,764
Pytorch implementation of RetinaNet object detection.
most recent commit a year ago
Maskscoring_rcnn ⭐ 1,702
Codes for paper "Mask Scoring R-CNN".
most recent commit 3 years ago
Swav ⭐ 1,680
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
most recent commit 3 months ago
Compare_gan ⭐ 1,555
Compare GAN code.
most recent commit 3 years ago
Db ⭐ 1,553
A PyTorch implementation of "Real-time Scene Text Detection with Differentiable Binarization".
most recent commit 9 months ago
Once For All ⭐ 1,536
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
dependent packages 1total releases 26most recent commit 6 months agopypi ofa} Downloads
Tensorflow Resnet ⭐ 1,519
ResNet model in TensorFlow
most recent commit 5 years ago
Senet.pytorch ⭐ 1,494
PyTorch implementation of SENet
most recent commit 2 years ago
Pytorch Networks ⭐ 1,475
Pytorch implementation of cnn network
most recent commit 4 months ago
Temporal Shift Module ⭐ 1,463
[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
most recent commit a year ago
Antialiased Cnns ⭐ 1,426
pip install antialiased-cnns to improve stability and accuracy
dependent packages 6total releases 6most recent commit a year agopypi antialiased-cnns} Downloads
Fast Autoaugment ⭐ 1,358
Official Implementation of 'Fast AutoAugment' in PyTorch.
most recent commit 2 years ago
Big_transfer ⭐ 1,301
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
most recent commit a year ago
Paddleslim ⭐ 1,271
PaddleSlim is an open-source library for deep model compression and architecture search.
dependent packages 2total releases 17most recent commit 3 hours agopypi paddleslim} Downloads
Deep Feature Flow ⭐ 1,261
Deep Feature Flow for Video Recognition
most recent commit a year ago
Pytorch Classification ⭐ 1,244
Classification with PyTorch.
most recent commit 2 years ago
Caffe Model ⭐ 1,238
Caffe models (including classification, detection and segmentation) and deploy files for famouse networks
most recent commit 5 years ago
Medicalnet ⭐ 1,221
Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.
most recent commit a year ago
Tensorflow Deeplab Resnet ⭐ 1,212
DeepLab-ResNet rebuilt in TensorFlow
most recent commit a year ago
Keras Resnet ⭐ 1,194
Residual networks implementation using Keras-1.0 functional API
most recent commit 5 years ago
Cnnimageretrieval Pytorch ⭐ 1,174
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
most recent commit 8 months ago
Uncertainty Baselines ⭐ 1,159
High-quality implementations of standard and SOTA methods on a variety of tasks.
total releases 6most recent commit a day ago
Reid Strong Baseline ⭐ 1,149
Bag of Tricks and A Strong Baseline for Deep Person Re-identification
most recent commit 3 years ago
Shufflenet Series ⭐ 1,056
most recent commit 2 years ago
Deeplabv3plus Pytorch ⭐ 1,010
Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes
most recent commit 3 months ago
Autodl ⭐ 999
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]
total releases 2most recent commit 4 months ago
Pytorch_image_classification ⭐ 979
PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MN
most recent commit a year ago
Tensornets ⭐ 968
High level network definitions with pre-trained weights in TensorFlow
dependent packages 2total releases 12most recent commit 2 years agopypi tensornets} Downloads
Bmw Tensorflow Training Gui ⭐ 934
This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.
most recent commit 24 days ago
Drn ⭐ 916
Dilated Residual Networks
most recent commit 3 years ago
Relation Networks For Object Detection ⭐ 911
Relation Networks for Object Detection
most recent commit 4 years ago
Medicalzoopytorch ⭐ 896
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
most recent commit a year ago
Cmc ⭐ 886
[ECCV 2020] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis
most recent commit 2 years ago
Addernet ⭐ 857
Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"
most recent commit a year ago
Torchdistill ⭐ 845
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆20 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
total releases 22most recent commit 5 days ago
Keras Vggface ⭐ 835
VGGFace implementation with Keras Framework
dependent packages 2total releases 5most recent commit 2 months agopypi keras-vggface} Downloads
Knowledge Distillation Zoo ⭐ 804
Pytorch implementation of various Knowledge Distillation (KD) methods.
most recent commit a year ago
Pytorch2keras ⭐ 780
PyTorch to Keras model convertor
total releases 23most recent commit a year ago
Dbnet.pytorch ⭐ 772
A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization
most recent commit a month ago
Video Classification 3d Cnn Pytorch ⭐ 749
Video classification tools using 3D ResNet
most recent commit 4 years ago
Torch Pruning ⭐ 737
Towards Any Structural Pruning
dependent packages 1total releases 12most recent commit a day agopypi torch-pruning} Downloads
Robustness ⭐ 728
Corruption and Perturbation Robustness (ICLR 2019)
total releases 3most recent commit 5 months ago
Tf Cpn ⭐ 726
Cascaded Pyramid Network for Multi-Person Pose Estimation (CVPR 2018)
most recent commit 2 years ago
Classification_models ⭐ 706
Classification models trained on ImageNet. Keras.
dependent packages 3total releases 6most recent commit 3 years agopypi image-classifiers} Downloads
Image Super Resolution ⭐ 702
Implementation of Super Resolution CNN in Keras.
most recent commit 2 years ago
Pytorchinsight ⭐ 678
a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results
most recent commit 2 years ago
Ecanet ⭐ 658
Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
most recent commit 2 years ago
Face_pytorch ⭐ 653
face recognition algorithms in pytorch framework, including arcface, cosface, sphereface and so on
most recent commit a year ago
Sc Sfmlearner Release ⭐ 639
Unsupervised Scale-consistent Depth Learning from Video (IJCV2021 & NeurIPS 2019)
most recent commit 5 months ago
Tensorflow Deeplab V3 Plus ⭐ 637
DeepLabv3+ built in TensorFlow
most recent commit 3 years ago
Fastfcn ⭐ 636
FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation.
most recent commit 3 years ago
Cbam.pytorch ⭐ 630
Non-official implement of Paper：CBAM: Convolutional Block Attention Module
most recent commit 2 years ago
Freeanchor ⭐ 623
FreeAnchor: Learning to Match Anchors for Visual Object Detection (NeurIPS 2019)
most recent commit 3 years ago
Slimmable_networks ⭐ 623
Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019
most recent commit 2 years ago
Pytorch_resnet_cifar10 ⭐ 614
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
most recent commit 2 years ago
Senet Tensorflow ⭐ 611
Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)
most recent commit 4 years ago
Cutmix Pytorch ⭐ 611
Official Pytorch implementation of CutMix regularizer
most recent commit 2 years ago
Insightface_tf ⭐ 607
Insight Face on TensorFlow
most recent commit 3 years ago
Meal V2 ⭐ 603
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks
most recent commit a year ago
Pytorch Deeplab Resnet ⭐ 592
DeepLab resnet v2 model in pytorch
most recent commit a year ago
Augmix ⭐ 588
AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
most recent commit 2 years ago
Kill The Bits ⭐ 582
Code for: "And the bit goes down: Revisiting the quantization of neural networks"
most recent commit 2 years ago
Ibn Net ⭐ 578
Instance-Batch Normalization Networks (ECCV2018)
most recent commit 3 years ago
Cifar Zoo ⭐ 575
PyTorch implementation of CNNs for CIFAR benchmark
most recent commit 2 years ago
1-100 of 1,623 projects
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